Software Engineer developing AI solutions for sustainability challenges at Recursive. Focusing on prompt engineering, model deployment, and backend development for innovative applications.
Responsibilities
Design and implement robust prompt-tuning and orchestration pipelines using frameworks like LangChain or LlamaIndex.
Integrate and deploy LLMs (both proprietary and open-source) into production environments.
Design and build data pipelines for Retrieval-Augmented Generation (RAG) systems.
Develop and maintain high-performance, fault-tolerant backend services and APIs.
Conduct quantitative analysis and A/B testing to benchmark the performance, latency, and cost of different LLM prompts and models.
Utilize cloud platforms (GCP, AWS, Azure) to deploy, manage, and scale applications and their supporting infrastructure.
Work closely with frontend developers and product managers to integrate LLM-powered features seamlessly into the user experience and deliver value-driven solutions.
Requirements
Hold a Bachelor’s degree, or 10 years of industry experience in a software development role
Experience in at least one systems language (Python, Go, Java, C++, Rust, etc.)
Experience with database management and operations, including relational and NoSQL databases, and an understanding of vector databases.
Proficiency with setting up, deploying, operating, and maintaining applications with at least one major cloud provider, such as AWS, GCP, or Azure
Demonstrable experience in building and deploying at least one application powered by a large language model. This could include a personal project, a contribution to an open-source tool, or professional work.
Familiarity with benchmarking and quantitative analysis methods to assess and optimize AI and application performance
Passionate about AI and how it applies in the present, and vision for how it will apply in the new future.
Must be currently residing in Japan with a valid visa
Proficient in English, able to discuss in depth technical topics in it; familiarity with Japanese (N3 or above) is a plus
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